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The use of machine learning to accelerate advanced analysis seems to be de rigueur now. RapidMiner is looking to differentiate Auto Model by adding model validation into the mix and targeting its offering at complex analysis carried out by data scientists.

The startup is on a mission to deliver a control center for data science capable of ingesting, controlling and leveraging all data stores and technologies required by Fortune 500 and midmarket firms, both as an on-premises offering and as a cloud service.

Big Blue unleashed its cloud-based data analytics platform as the Watson Data Platform about a year ago and has been building out the offering ever since. In this report, we examine recent and upcoming enhancements to the platform.

The company is seeking to demonstrate that it is serious about being seen as a go-to name for all types of analytics, and has shed fresh light on its strategy, in the wake of forging four acquisitions in six months to bolster its analytics portfolio.

The startup is looking to provide data science teams in large organizations that are open source devotees with the requisite tooling and features in a platform to take advanced analytics from development to deployment, while also catering to IT needs.

This report from 451 Research's Total Data: Data Platforms & Analytics Market Monitor service provides updated market and vendor estimates through Q3 2017. The report leverages 451 Research's deep knowledge of and relationships within the data platforms and analytics market, resulting in a proprietary forecast based on a bottom-up analysis of 332 vendorsÃ¢â¬â¢ current revenue and growth expectations through 2021.

The company, which moved onto the public stage via a successful IPO in March, has detailed an aggressive roadmap to craft a soup-to-nuts unified stack for large companies' data management and analysis needs on-premises and in the cloud.

The company, which recently changed its name to that of its offerings, is building a product business around Python and R open source programming languages, having pivoted away from a consulting focus.

The company recently refreshed its analytics product family, introducing a new cloud service called Analytics Hub to help business users find reports, dashboards and other BI content, and upgrading its longtime advanced analysis offering, SAP Predictive Analytics.